airtable

Scaffold and operate an opt-in `Agent activity log` table that records what the agent did, decided, and got blocked on across a long-running or multi-session Airtable workflow. Use whenever a workflow skill (product-ops, sales-ops, marketing-ops, etc.) is being set up for an agent-driven motion (recurring triage, multi-step plan, automated monitoring, agentic workflow), or when the user explicitly asks for "agent activity tracking," "audit log of agent decisions," "agent memory," "track what the agent did," or similar. The pattern is opt-in (front-load the offer, frame as auditability for the user's benefit, not surveillance). Composes into workflow skills the same way `show-airtable-link` does — workflow skills point at this skill rather than re-implementing the schema inline.

Lists bases, reads and writes records, manages tables and fields, filters and searches data in Airtable via the `airtable-mcp` CLI. Use when the task involves Airtable data or the user mentions airtable-mcp, bases, tables, records, or fields.

Builds Airtable filters parameters for the MCP tools that list or display records — field-type-aware comparison operators, choice and collaborator IDs, date ranges, and nested AND/OR logic. Use when the user wants to find, filter, narrow down, or search Airtable records by field values, even when they don't explicitly say "filter."

Explains what Airtable is and how data is structured — bases, tables, fields, records, views, automations, and interfaces. Use when you need context about the Airtable data model.

Set up and run Airtable-based marketing operations workflows — request intake, campaign orchestration, creative production, content calendars, brand and compliance review, events, localization, budgets and ROI, capacity planning. Use when the user wants a marketing request "front door," to manage campaigns, coordinate briefs and assets, build a content calendar, plan launches or events, track budgets, measure ROI, or set up agency multi-client delivery. Adapts to org size (solo marketer to enterprise multi-brand or agency) and integrates with or displaces tools like HubSpot, Marketo, Mailchimp, Klaviyo, Workfront, Asana, Monday, and Wrike. Asks scope first.